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2. Data sources

Data sources

Our models leverage a diverse range of epidemiological and non-epidemiological factual data, collected from multiple sources. Some of our data is obtained from official repositories, including public agencies from various organizations, as well as through various channels, including news outlets or social media platforms. Our simulations incorporate a broad spectrum of data types, including sparse and incomplete datasets.

The following data sets, available through permissive open data licences, are used in our models:

• Dati COVID-19 Italia licenced under Attribution 4.0 International
• UKHSA dashboard data licenced under Open Government Licence 3.0
• Weekly deaths registered in Scotland licenced under Open Government Licence 3.0
• SARS-CoV-2-Infektionen_in_Deutschland licenced under Attribution 4.0 International
• COVID-19-Todesfaelle_in_Deutschland licenced under Attribution 4.0 International
• Public Health Infobase - Data on COVID-19 in Canada licenced under Open Government Licence - Canada
• COVID-19 Switzerland published by the Federal Office of Public Health FOPH, licenced under Open Use - BY